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Preisach hysteresis modeling for piezoceramic actuator systems.

机译:压电陶瓷执行器系统的Preisach滞后建模。

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摘要

Smart materials such as piezoceramics are being widely used as actuators and sensors in micro-positioning and active control applications. However, a major limitation of actuators made of piezoceramics is the non-linearity arising due to hysteresis, particularly under high electric fields. It is desirable to have a methodology to predict the effects of hysteresis for these actuators.; The problem is even more challenging for new classes of piezoceramic smart material actuators. These actuators are complex, elasto-ceramic structures embedded in a wide variety of material matrices. Hysteresis modeling via first principles is virtually impossible for such actuators. Hence, phenomenological approaches are of great interest. The main objective of this dissertation is to investigate the application of the Preisach approach, which is a popular phenomenological model, to predict the hysteresis effects in state of the art piezoceramic actuator systems.; Preisach models have been successfully used in the past to predict hysteresis in ferromagnetic systems. However, In order to successfully predict the hysteresis for a piezoceramic actuator system, the model, its identification and implementation must take into account the differences in the hysteretic behavior of ferromagnetic and piezoceramic materials. In this research, a modified geometric interpretation and numerical implementation method has been developed to describe the phenomenon of the piezoceramic hysteresis. A new type of dynamic Preisach model has also been proposed by introducing the dependence of the Preisach function on the input variation rate. Finally, in order to simplify and generalize the identification process, a new approach, Wavelet identification for Preisach model, is presented in this dissertation.; The level of performance of the new approaches has been tested by comparing the experimental results to those predicted by the models. The results of this comparison show that the improved Preisach model can be successfully used to predict the hysteresis response of piezoceramic actuator systems.
机译:压电陶瓷等智能材料已被广泛用作微定位和主动控制应用中的致动器和传感器。然而,由压电陶瓷制成的致动器的主要限制是由于磁滞引起的非线性,特别是在高电场下。期望有一种方法来预测这些致动器的磁滞效应。对于新型压电陶瓷智能材料致动器,该问题甚至更具挑战性。这些执行器是嵌入多种材料矩阵中的复杂的弹性陶瓷结构。对于这种执行器,通过第一原理进行磁滞建模实际上是不可能的。因此,现象学方法引起了极大的兴趣。本论文的主要目的是研究流行的现象学模型Preisach方法的应用,以预测最新技术的压电陶瓷执行器系统中的磁滞效应。过去,Preisach模型已成功用于预测铁磁系统中的磁滞。但是,为了成功地预测压电陶瓷执行器系统的磁滞,该模型,其识别和实现必须考虑铁磁和压电陶瓷材料的磁滞行为的差异。在这项研究中,已开发出一种改进的几何解释和数值实现方法来描述压电陶瓷滞后现象。通过引入Preisach函数对输入变化率的依赖性,还提出了一种新型的动态Preisach模型。最后,为了简化和推广识别过程,本文提出了一种新的方法,即Preisach模型的小波识别。通过将实验结果与模型预测的结果进行比较,测试了新方法的性能水平。比较的结果表明,改进的Preisach模型可以成功地用于预测压电陶瓷执行器系统的磁滞响应。

著录项

  • 作者

    Yu, Yunhe.;

  • 作者单位

    The University of Toledo.;

  • 授予单位 The University of Toledo.;
  • 学科 Engineering Mechanical.; Applied Mechanics.
  • 学位 Ph.D.
  • 年度 2000
  • 页码 112 p.
  • 总页数 112
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 机械、仪表工业;应用力学;
  • 关键词

  • 入库时间 2022-08-17 11:47:53

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